Real-World Visual Reasoning on MME-RealWorld Lite
61.2Overall ScoreGemini-3-Flash
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gemini-3-FlashModel Category=Proprietary Model2026.06 | 61.2 | 51.3 | 65.8 | |
| Gemini-2.5-ProModel Category=Proprietary Model2026.06 | 58.3 | 55.1 | 59.9 | |
| Imagine-OPD-8BModel Category=Our Models, Backbone=8B2026.06 | 58.1 | 54.3 | 60.6 | |
| Imagine-OPD-4BModel Category=Our Models, Backbone=4B2026.06 | 56.9 | 53.2 | 59.3 | |
| Qwen3-VL-235B-A22BModel Category=Open-Source Models, Backbone=235B-A22B2026.06 | 56.5 | 50.7 | 60.2 | |
| ThymeModel Category=Reasoning with Tool Methods2026.06 | 55.2 | 49.1 | 59.1 | |
| TreeVGR-7BModel Category=Reasoning with Tool Methods, Backbone=7B2026.06 | 54.9 | 50.7 | 66 | |
| Kimi-K2.5 (1T)Model Category=Open-Source Models, Backbone=1T2026.06 | 53.8 | 49.3 | 56.6 | |
| Qwen3-VL-30B-ThinkingModel Category=Open-Source Models, Backbone=30B2026.06 | 53.2 | 46.3 | 58 | |
| DeepEyesModel Category=Reasoning with Tool Methods2026.06 | 53.2 | 46 | 54 | |
| GPT-4oModel Category=Proprietary Model2026.06 | 52 | 48.3 | 54.4 | |
| Qwen3-VL-8BModel Category=Open-Source Models, Backbone=8B2026.06 | 50.3 | 46.2 | 52.9 | |
| Gemini-2.5-FlashModel Category=Proprietary Model2026.06 | 50.2 | 49.9 | 50.4 | |
| Qwen3-VL-4BModel Category=Open-Source Models, Backbone=4B2026.06 | 50.1 | 44.8 | 53.4 | |
| Pixel-ReasonerModel Category=Reasoning with Tool Methods2026.06 | 50.1 | 45.6 | 53.1 | |
| InternVL3-8BModel Category=Open-Source Models, Backbone=8B2026.06 | 48.6 | 44.8 | 51 | |
| Qwen2.5-VL-32BModel Category=Open-Source Models, Backbone=32B2026.06 | 46.2 | 39.3 | 50.6 | |
| Qwen2.5-VL-7BModel Category=Open-Source Models, Backbone=7B2026.06 | 42.3 | 35.9 | 46.5 |